---
title: "Use Cases Overview"
description: "Explore various use cases Superlinked can be used for"
icon: bullseye-arrow
---

Dive deeper with our notebooks into how each use-case benefits from the Superlinked framework.

<CardGroup cols={3}>
<Card
  title="HR Knowledgebase (RAG)"
  href="https://colab.research.google.com/github/superlinked/superlinked/blob/main/notebook/rag_hr_knowledgebase.ipynb"
  img="/images/use-case-thumbnails/hr_knowledgebase.png"
>
  Build a retrieval-augmented generation system for HR-related queries and knowledge management.
</Card>

<Card
  title="Movie Search"
  href="https://colab.research.google.com/github/superlinked/superlinked/blob/main/notebook/semantic_search_netflix_titles.ipynb"
  img="/images/use-case-thumbnails/movies.png"
>
  Implement semantic search for movie titles and descriptions to find similar content.
</Card>

<Card
  title="Business News Search"
  href="https://colab.research.google.com/github/superlinked/superlinked/blob/main/notebook/semantic_search_news.ipynb"
  img="/images/use-case-thumbnails/business_news.png"
>
  Search through business news articles using semantic understanding.
</Card>

<Card
  title="Product Search"
  href="https://colab.research.google.com/github/superlinked/superlinked/blob/main/notebook/image_search_e_commerce.ipynb"
  img="/images/use-case-thumbnails/product_img_desc.png"
>
  Search products using both images and text descriptions for e-commerce applications.
</Card>

<Card
  title="E-commerce Recommendations"
  href="https://colab.research.google.com/github/superlinked/superlinked/blob/main/notebook/recommendations_e_commerce.ipynb"
  img="/images/use-case-thumbnails/ecomm.png"
>
  Build a recommendation system for e-commerce products based on user behavior and product similarity.
</Card>

<Card
  title="User Acquisition Analytics"
  href="https://colab.research.google.com/github/superlinked/superlinked/blob/main/notebook/analytics_user_acquisition.ipynb"
  img="/images/use-case-thumbnails/user_acquisition.png"
>
  Analyze user acquisition patterns and behaviors using vector embeddings.
</Card>

<Card
  title="Keyword Expansion Analytics"
  href="https://colab.research.google.com/github/superlinked/superlinked/blob/main/notebook/analytics_keyword_expansion_ads.ipynb"
  img="/images/use-case-thumbnails/keyword_expansion.png"
>
  Expand and analyze keywords for advertising campaigns using semantic relationships.
</Card>
</CardGroup>

You can check a full list of examples [here](https://github.com/superlinked/superlinked/tree/main/notebook).
